.\" Text automatically generated by txt2man
.TH mlpack_gmm_generate 1 "12 December 2020" "mlpack-3.4.2" "User Commands"
.SH NAME
\fBmlpack_gmm_generate \fP- gmm sample generator
.SH SYNOPSIS
.nf
.fam C
 \fBmlpack_gmm_generate\fP \fB-m\fP \fIunknown\fP \fB-n\fP \fIint\fP [\fB-s\fP \fIint\fP] [\fB-V\fP \fIbool\fP] [\fB-o\fP \fIstring\fP] [\fB-h\fP \fB-v\fP] 
.fam T
.fi
.fam T
.fi
.SH DESCRIPTION


This program is able to generate samples from a pre-trained GMM (use gmm_train
to train a GMM). The pre-trained GMM must be specified with the
\(cq\fB--input_model_file\fP (\fB-m\fP)' parameter. The number of samples to generate is
specified by the '\fB--samples\fP (\fB-n\fP)' parameter. Output samples may be saved with
the '\fB--output_file\fP (\fB-o\fP)' output parameter.
.PP
The following command can be used to generate 100 samples from the pre-trained
GMM 'gmm.bin' and store those generated samples in 'samples.csv':
.PP
$ \fBmlpack_gmm_generate\fP \fB--input_model_file\fP gmm.bin \fB--samples\fP 100 \fB--output_file\fP
samples.csv
.RE
.PP

.SH REQUIRED INPUT OPTIONS 

.TP
.B
\fB--input_model_file\fP (\fB-m\fP) [\fIunknown\fP]
Input GMM model to generate samples from. 
.TP
.B
\fB--samples\fP (\fB-n\fP) [\fIint\fP]
Number of samples to generate.  
.SH OPTIONAL INPUT OPTIONS 

.TP
.B
\fB--help\fP (\fB-h\fP) [\fIbool\fP]
Default help info. 
.TP
.B
\fB--info\fP [\fIstring\fP]
Print help on a specific option. Default value ''. 
.TP
.B
\fB--seed\fP (\fB-s\fP) [\fIint\fP]
Random seed. If 0, 'std::time(NULL)' is used.  Default value 0. 
.TP
.B
\fB--verbose\fP (\fB-v\fP) [\fIbool\fP]
Display informational messages and the full list of parameters and timers at the end of execution. 
.TP
.B
\fB--version\fP (\fB-V\fP) [\fIbool\fP]
Display the version of mlpack.  
.SH OPTIONAL OUTPUT OPTIONS 

.TP
.B
\fB--output_file\fP (\fB-o\fP) [\fIstring\fP]
Matrix to save output samples in.
.SH ADDITIONAL INFORMATION

For further information, including relevant papers, citations, and theory,
consult the documentation found at http://www.mlpack.org or included with your
distribution of mlpack.